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Konvergenca relacijskih in nerelacijskih podatkovnih baz
ID Češnjevar, Jan (Author), ID Kukar, Matjaž (Mentor) More about this mentor... This link opens in a new window

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PID: 20.500.12556/rul/535acf4e-a46d-469d-be40-0161d0aa9bed

Abstract
Cilj magistrskega dela je pregledati področje nerelacijskih in relacijskih podatkovnih baz in ugotoviti, ali trenutni trendi kažejo na zbliževanje teh dveh polov. Magistrsko delo vsebuje sistematičen pregled prenesenih konceptov iz relacijskih sistemov v nerelacijske in obratno, v katerem so preneseni koncepti ovrednoteni s primerjalnimi ocenami. Poleg tega so opisani sistemi NewSQL (VoltDB, FoundationDB) in podana ugotovitev, ali ti sistemi predstavljajo sintezo obeh svetov. V tem delu smo predstavili relacijske, nerelacijske in NewSQL sisteme, opisali smo njihove prednosti in slabosti. Iz dokumentacij in člankov smo odkrili prenesene koncepte, ki so se pojavili v letu 2014 na sistemih PostgreSQL, MariaDB, MySQL, FoundationDB in VoltDB, jih na sistematičen (podoben in kratek) način opisali in podprli s primeri programske kode. Vzpostavili smo virtualno okolje in razvili enostavne primerjalne teste v programskem jeziku Java za večino prenesenih konceptov. Kvalitativno smo ocenili koncepte z merjenjem časa izvajanja operacij in kvalitativno s prikazovanjem uporabe konceptov. Glavni prispevek magistrskega dela je sistematičen opis prenesenih in testiranih konceptov z zaključkom, kjer smo podali lastno mnenje, ali se sistemi med seboj res zbližujejo.

Language:Slovenian
Keywords:Relacijske in nerelacijske podatkovne baze, NoSQL, NewSQL, konvergenca, FoundationDB, primerjalni testi
Work type:Master's thesis/paper
Organization:FRI - Faculty of Computer and Information Science
Year:2015
PID:20.500.12556/RUL-30674 This link opens in a new window
Publication date in RUL:27.03.2015
Views:1420
Downloads:511
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Secondary language

Language:English
Title:Convergence of relational and non-relational databases
Abstract:
The goal of this thesis is to review modern open-source relational and nonrelational databases and to discover if current trends are converging these two types of databases. The thesis contains systematic description of transferred concepts from relational to nonrelational databases and the other way around. Transferred concepts are also evaluated with benchmark tests. Thesis contains description and evaluation of NewSQL systems and provides opinion whether they contain best of both worlds. We describe relational, nonrelational and NewSQL systems, their weaknesses and strengths. From articles and documentations we extract concepts which lately appeared in PostgreSQL, MariaDB, MySQL, FoundationDB and VoltDB. We describe them in a systematic (similar and short) way and support our claims with examples of program code. We set up virtual environment and developed series of simple benchmark tests in Java for most of transferred concepts. Concepts are evaluated with quantitative tests (speed of operations) and qualitatively (examples of use). At the end there is our analysis of current state of convergence between systems. The main contribution of thesis is a systematic description of transferred concepts compiled in a single document, supported with test results.

Keywords:Relational databases, NoSQL, NewSQL, convergence, FoundationDB, benchmarks

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